dssg / dssg/police-eis

Create switch for using data sources

Open
#172 0 comments 1 reaction 0 assignees View on GitHub
Dominant language
Python
Stars
56
Forks
19
PR merge metrics
No merged PRs in 30d

Description

Make it easy to use/ignore data sources in police project so we can learn how useful each is. That helps us build better models and it helps our partners understand why we're asking for dataset X (and what they lose when they don't share it)

Contributor guide

No contributing guide indexed for this repository

Research direction

Start by locating where the police project selects and loads data sources, then determine how model training currently includes them. Done means users can switch individual sources on or off and compare the resulting models, with the impact of omitted datasets clear to partners.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
data-engineering, machine-learning
Issue type
Feature
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
30/100

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